{"id":"W4388050051","doi":"10.3847/psj/ace2c2","title":"Col-OSSOS: The Distribution of Surface Classes in Neptune's Resonances","year":2023,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Central Laser Facility, Science and Technology Facilities Council; Fundação para a Ciência e a Tecnologia; Science and Technology Facilities Council; Alliance de recherche numérique du Canada; Canadian Space Agency; Nuclear Safety and Security Commission; Canarie; Canadian Foundation for AIDS Research; Agencia Nacional de Investigación y Desarrollo; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Ministério da Ciência, Tecnologia, Inovações e Comunicações; National Science Foundation","keywords":"Neptune; Trans-Neptunian object; Physics; Solar System; Resonance (particle physics); Photometry (optics); Nice model; Astrophysics; Astronomy; Exoplanet; Planet; Planetary migration; Stars; Atomic physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125009,0.00009352494,0.0001208662,0.00004953061,0.0006311352,0.0001110275,0.001014236,0.00001339304,0.0001513727],"category_scores_gemma":[0.00001952028,0.00004798798,0.00003879221,0.001285034,0.0007659704,0.00042664,0.00006410883,0.0003253414,0.00006706497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001354597,"about_ca_system_score_gemma":0.0002342421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006067742,"about_ca_topic_score_gemma":0.00006171309,"domain_scores_codex":[0.9985673,0.00008497604,0.0002532471,0.0001495879,0.0005423747,0.0004024491],"domain_scores_gemma":[0.9992359,0.0002812015,0.0001692701,0.0001997187,0.00004300557,0.00007086437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002228842,0.0000182756,0.925785,0.000001824594,0.000007214718,0.000007280989,0.0005904867,0.06121099,0.001093417,0.0007574389,0.005347746,0.005158055],"study_design_scores_gemma":[0.00011169,0.00005014009,0.9715574,0.00002239455,0.0000058878,0.00002197318,0.001617389,0.01990036,0.0002621883,0.001100258,0.005277719,0.00007260195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969856,0.0001817915,0.0001357153,0.001351171,0.0003073097,0.0000946986,0.0001200633,0.000008814911,0.0008149047],"genre_scores_gemma":[0.9995271,0.00004899189,0.00006228027,0.00003085221,0.0001068572,6.172709e-7,0.00005243085,0.00000188196,0.0001689669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04577241,"threshold_uncertainty_score":0.4854245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367455114749101,"score_gpt":0.2387270805016521,"score_spread":0.2250525293541611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}